Publication What Do Latent Action Models Actually Learn? Chuheng Zhang, Tim Pearce, Pushi Zhang, Kaixin Wang, Xiaoyu Chen, Wei Shen, Li Zhao, Jiang Bian NeurIPS 2025 | May 2025
Publication rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset Yifei Liu, Li Lyna Zhang, Yi Zhu, Bingcheng Dong, Xudong Zhou, Ning Shang, Fan Yang, Mao Yang NeurIPS 2025 | May 2025
Publication Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains Jiawen Zhang, Zhenwei Zhang, Shun Zheng, Xumeng Wen, Jia Li, Jiang Bian May 2025 arXiv | May 2025
Publication Token-Importance Guided Direct Preference Optimization Ning Yang, Hai Lin, Yibo Liu, Baoliang Tian, Guoqing Liu, Haijun Zhang ICLR 2026 | May 2025
Publication GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation Jie He, Jennifer Neville, Mengting Wan, Longqi Yang, Hui Liu, Xiaofeng Xu, Xia Song, Jeff Z. Pan, Pei Zhou Annual Meeting of the Association for Computational Linguistics (ACL 2025) | May 2025
Publication Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning Minheng Ni, Zhengyuan Yang, Linjie Li, Chung-Ching Lin, Kevin Lin, Wangmeng Zuo, Lijuan Wang NeurIPS 2025 | May 2025
Publication WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference Sihan Chen, Dan Zhao, Jongwoo Ko, Colby R. Banbury, Huiping Zhuang, Luming Liang, Tianyi Chen ICLR 2026 | May 2025
Publication Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Debargha Ganguly, Vikash Singh, Sreehari Sankar, Biyao Zhang, Xuecen Zhang, Srinivasan Iyengar, Xiaotian Han, Amit Sharma, S. Kalyanaraman, Vipin Chaudhary NeurIPS 2025 | May 2025
Publication Collaborative Agentic AI Needs Interoperability Across Ecosystems Rishi Sharma, M. Vos, Pradyumna Chari, Ramesh Raskar, Anne-Marie Kermarrec May 2025 arXiv | May 2025
Publication Decision Trees with Short Explainable Rules Victor Feitosa Souza, F. Cicalese, E. Laber, M. Molinaro, Marco Molinaro Theoretical Computer Science | May 2025